TY - GEN
T1 - Efficient worst-case timing analysis of critical-path delay under workload-dependent aging degradation
AU - Morita, Shumpei
AU - Bian, Song
AU - Shintani, Michihiro
AU - Hiromoto, Masayuki
AU - Sato, Takashi
N1 - Publisher Copyright:
© 2018 IEEE.
PY - 2018/2/20
Y1 - 2018/2/20
N2 - The effect of negative bias temperature instability (NBTI) varies significantly according to given workloads, and thus path delay degradation is strongly dependent on each use case. In this paper, we propose a subset simulation (SS) framework that efficiently and accurately finds the worst case workload and the failure probability covering various workloads. In the proposed method, workloads that yield worst aged delay are efficiently generated by the NBTI-aware Markov chain Monte Carlo method. Through numerical experiments using benchmark circuits, the proposed method achieves up to 36 times speedup compared to the naive Monte Carlo method. From the result of the SS, feasible workload that gives worst aged delay is obtained.
AB - The effect of negative bias temperature instability (NBTI) varies significantly according to given workloads, and thus path delay degradation is strongly dependent on each use case. In this paper, we propose a subset simulation (SS) framework that efficiently and accurately finds the worst case workload and the failure probability covering various workloads. In the proposed method, workloads that yield worst aged delay are efficiently generated by the NBTI-aware Markov chain Monte Carlo method. Through numerical experiments using benchmark circuits, the proposed method achieves up to 36 times speedup compared to the naive Monte Carlo method. From the result of the SS, feasible workload that gives worst aged delay is obtained.
UR - https://www.scopus.com/pages/publications/85045312615
U2 - 10.1109/ASPDAC.2018.8297393
DO - 10.1109/ASPDAC.2018.8297393
M3 - 会议稿件
AN - SCOPUS:85045312615
T3 - Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC
SP - 631
EP - 636
BT - ASP-DAC 2018 - 23rd Asia and South Pacific Design Automation Conference, Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 23rd Asia and South Pacific Design Automation Conference, ASP-DAC 2018
Y2 - 22 January 2018 through 25 January 2018
ER -